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Multi criteria simultaneous planning of passive filters and distributed generation simultaneously in distribution system considering nonlinear loads with adaptive bacterial foraging optimization approach
•This paper presents the simultaneously optimal design of passive filters and distributed generation (DGs) in distribution system.•The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously.•The bacterial foraging optimizat...
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Published in: | International journal of electrical power & energy systems 2016-07, Vol.79, p.253-262 |
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description | •This paper presents the simultaneously optimal design of passive filters and distributed generation (DGs) in distribution system.•The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously.•The bacterial foraging optimization (BFO) and its adaptive version is used for optimization this research.
This paper presents adaptive bacterial foraging optimization (ABFO) algorithm to optimize the planning of passive power filters (PPFs) and distributed generations (DGs) in distribution system with presence of heavy nonlinear load simultaneously. The amount of nonlinear load is assumed to be serious which enforced the system planner to utilize the PPFS. Also the power loss minimization, reliability and voltage profile improvement, and other benefits encouraged the planner to employ the DGs.
Some of DG technologies, such as wind generators and solar cells are based on power electronic devices and inverter implementation. Connection of this type of DGs to system produces harmonic. Therefore the utilization of PPFs among existent capacitor busses for harmonic compensation is inevitable. The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously. Constraints include the voltage limits and the limit candidate buses for PPFs and DGs installation. The harmonic levels of system are obtained by current injections method and the load flow is solved by the iterative method of power sum, which is suitable for the accuracy requirements of this type of study. It is shown that through an economical planning of PPFs and DGs, the total voltage harmonic distortion and active power loss could be minimized simultaneously. |
doi_str_mv | 10.1016/j.ijepes.2016.01.013 |
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This paper presents adaptive bacterial foraging optimization (ABFO) algorithm to optimize the planning of passive power filters (PPFs) and distributed generations (DGs) in distribution system with presence of heavy nonlinear load simultaneously. The amount of nonlinear load is assumed to be serious which enforced the system planner to utilize the PPFS. Also the power loss minimization, reliability and voltage profile improvement, and other benefits encouraged the planner to employ the DGs.
Some of DG technologies, such as wind generators and solar cells are based on power electronic devices and inverter implementation. Connection of this type of DGs to system produces harmonic. Therefore the utilization of PPFs among existent capacitor busses for harmonic compensation is inevitable. The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously. Constraints include the voltage limits and the limit candidate buses for PPFs and DGs installation. The harmonic levels of system are obtained by current injections method and the load flow is solved by the iterative method of power sum, which is suitable for the accuracy requirements of this type of study. It is shown that through an economical planning of PPFs and DGs, the total voltage harmonic distortion and active power loss could be minimized simultaneously.</description><identifier>ISSN: 0142-0615</identifier><identifier>EISSN: 1879-3517</identifier><identifier>DOI: 10.1016/j.ijepes.2016.01.013</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Adaptive bacterial foraging optimization algorithm ; Bacteria ; Distributed generations (DGs) ; Electric potential ; Electric power generation ; Harmonic distortion ; Harmonics ; Nonlinear load ; Nonlinearity ; Optimization ; Passive power filters (PPFs) ; Power loss ; Voltage</subject><ispartof>International journal of electrical power & energy systems, 2016-07, Vol.79, p.253-262</ispartof><rights>2016 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-bcd922146d93664d0532e8a74bf587b83753f35d0e8f16d7a52e7000b52c97c3</citedby><cites>FETCH-LOGICAL-c372t-bcd922146d93664d0532e8a74bf587b83753f35d0e8f16d7a52e7000b52c97c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids></links><search><creatorcontrib>Mohammadi, Mohammad</creatorcontrib><creatorcontrib>Rozbahani, Ashkan Mohammadi</creatorcontrib><creatorcontrib>Montazeri, Mahdi</creatorcontrib><title>Multi criteria simultaneous planning of passive filters and distributed generation simultaneously in distribution system considering nonlinear loads with adaptive bacterial foraging optimization approach</title><title>International journal of electrical power & energy systems</title><description>•This paper presents the simultaneously optimal design of passive filters and distributed generation (DGs) in distribution system.•The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously.•The bacterial foraging optimization (BFO) and its adaptive version is used for optimization this research.
This paper presents adaptive bacterial foraging optimization (ABFO) algorithm to optimize the planning of passive power filters (PPFs) and distributed generations (DGs) in distribution system with presence of heavy nonlinear load simultaneously. The amount of nonlinear load is assumed to be serious which enforced the system planner to utilize the PPFS. Also the power loss minimization, reliability and voltage profile improvement, and other benefits encouraged the planner to employ the DGs.
Some of DG technologies, such as wind generators and solar cells are based on power electronic devices and inverter implementation. Connection of this type of DGs to system produces harmonic. Therefore the utilization of PPFs among existent capacitor busses for harmonic compensation is inevitable. The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously. Constraints include the voltage limits and the limit candidate buses for PPFs and DGs installation. The harmonic levels of system are obtained by current injections method and the load flow is solved by the iterative method of power sum, which is suitable for the accuracy requirements of this type of study. It is shown that through an economical planning of PPFs and DGs, the total voltage harmonic distortion and active power loss could be minimized simultaneously.</description><subject>Adaptive bacterial foraging optimization algorithm</subject><subject>Bacteria</subject><subject>Distributed generations (DGs)</subject><subject>Electric potential</subject><subject>Electric power generation</subject><subject>Harmonic distortion</subject><subject>Harmonics</subject><subject>Nonlinear load</subject><subject>Nonlinearity</subject><subject>Optimization</subject><subject>Passive power filters (PPFs)</subject><subject>Power loss</subject><subject>Voltage</subject><issn>0142-0615</issn><issn>1879-3517</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFUcFq3DAQFaWFbtP8QQ469uKtZNmWfSmU0KaBhF5yF7I03swiS66kTdn-Yn-q2nUg9NLCAyHNm_dm9Ai54mzLGe8-7re4hwXSti63LeMF4hXZ8F4OlWi5fE02jDd1xTreviXvUtozxuTQ1Bvy-_7gMlITMUNETRPO5UF7CIdEF6e9R7-jYaKLTgmfgE7oCjNR7S21mHLE8ZDB0h14iDpj8H9puCNF_0I8l48pw0xN8AltMS36PniHHnSkLmib6E_Mj1RbveST5ajNeThHpxD17jxQqcz4a_XTyxKDNo_vyZtJuwSXz-cFefj65eH6W3X3_eb2-vNdZYSsczUaO9Q1bzo7iK5rLGtFDb2WzTi1vRx7IVsxidYy6CfeWanbGmT5sLGtzSCNuCAfVtni-uMAKasZkwHn1o0V71nPZEHzf2oJoRn6ng-F2qxUE0NKESa1RJx1PCrO1ClltVdryuqUsmK8QJS2T2sblIWfEKJKBsEbsBjBZGUD_lvgD_6Qufg</recordid><startdate>201607</startdate><enddate>201607</enddate><creator>Mohammadi, Mohammad</creator><creator>Rozbahani, Ashkan Mohammadi</creator><creator>Montazeri, Mahdi</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>C1K</scope><scope>7SP</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>201607</creationdate><title>Multi criteria simultaneous planning of passive filters and distributed generation simultaneously in distribution system considering nonlinear loads with adaptive bacterial foraging optimization approach</title><author>Mohammadi, Mohammad ; Rozbahani, Ashkan Mohammadi ; Montazeri, Mahdi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-bcd922146d93664d0532e8a74bf587b83753f35d0e8f16d7a52e7000b52c97c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adaptive bacterial foraging optimization algorithm</topic><topic>Bacteria</topic><topic>Distributed generations (DGs)</topic><topic>Electric potential</topic><topic>Electric power generation</topic><topic>Harmonic distortion</topic><topic>Harmonics</topic><topic>Nonlinear load</topic><topic>Nonlinearity</topic><topic>Optimization</topic><topic>Passive power filters (PPFs)</topic><topic>Power loss</topic><topic>Voltage</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mohammadi, Mohammad</creatorcontrib><creatorcontrib>Rozbahani, Ashkan Mohammadi</creatorcontrib><creatorcontrib>Montazeri, Mahdi</creatorcontrib><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>International journal of electrical power & energy systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mohammadi, Mohammad</au><au>Rozbahani, Ashkan Mohammadi</au><au>Montazeri, Mahdi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi criteria simultaneous planning of passive filters and distributed generation simultaneously in distribution system considering nonlinear loads with adaptive bacterial foraging optimization approach</atitle><jtitle>International journal of electrical power & energy systems</jtitle><date>2016-07</date><risdate>2016</risdate><volume>79</volume><spage>253</spage><epage>262</epage><pages>253-262</pages><issn>0142-0615</issn><eissn>1879-3517</eissn><abstract>•This paper presents the simultaneously optimal design of passive filters and distributed generation (DGs) in distribution system.•The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously.•The bacterial foraging optimization (BFO) and its adaptive version is used for optimization this research.
This paper presents adaptive bacterial foraging optimization (ABFO) algorithm to optimize the planning of passive power filters (PPFs) and distributed generations (DGs) in distribution system with presence of heavy nonlinear load simultaneously. The amount of nonlinear load is assumed to be serious which enforced the system planner to utilize the PPFS. Also the power loss minimization, reliability and voltage profile improvement, and other benefits encouraged the planner to employ the DGs.
Some of DG technologies, such as wind generators and solar cells are based on power electronic devices and inverter implementation. Connection of this type of DGs to system produces harmonic. Therefore the utilization of PPFs among existent capacitor busses for harmonic compensation is inevitable. The objective is to minimize the power loss, the total harmonic distortion (THD) and the investment cost of PPFs and DGs simultaneously. Constraints include the voltage limits and the limit candidate buses for PPFs and DGs installation. The harmonic levels of system are obtained by current injections method and the load flow is solved by the iterative method of power sum, which is suitable for the accuracy requirements of this type of study. It is shown that through an economical planning of PPFs and DGs, the total voltage harmonic distortion and active power loss could be minimized simultaneously.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.ijepes.2016.01.013</doi><tpages>10</tpages></addata></record> |
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subjects | Adaptive bacterial foraging optimization algorithm Bacteria Distributed generations (DGs) Electric potential Electric power generation Harmonic distortion Harmonics Nonlinear load Nonlinearity Optimization Passive power filters (PPFs) Power loss Voltage |
title | Multi criteria simultaneous planning of passive filters and distributed generation simultaneously in distribution system considering nonlinear loads with adaptive bacterial foraging optimization approach |
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